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Adaptiivne sõeltesti hindamine×Item Response Theory (IRT)×
ValdkondEpidemioloogiaPsühhomeetria
PerekondProcess / pipelineLatent structure
Tekkeaasta1980s–1990s (formal adaptive screening frameworks)1952–1968
LoojaLord, F. M. (IRT foundations); Wainer & colleagues (CAT adaptation to screening)Frederic M. Lord (and Allan Birnbaum for the 2PL/3PL models)
TüüpPsychometric evaluation methodProbabilistic measurement model
AlgallikasWainer, H., Dorans, N. J., Flaugher, R., Green, B. F., & Mislevy, R. J. (2000). Computerized Adaptive Testing: A Primer (2nd ed.). Lawrence Erlbaum Associates. ISBN: 978-0805835113Lord, F. M. & Novick, M. R. (1968). Statistical Theories of Mental Test Scores. Addison-Wesley. link ↗
Rööpnimetusedadaptive screening, computerized adaptive screening, tailored screening test evaluation, CAT-based screening evaluationIRT, latent trait theory, item characteristic curve theory, modern test theory
Seotud35
KokkuvõteAdaptive screening test evaluation is a psychometric and epidemiological framework for designing and assessing screening instruments whose item selection or stopping rules adjust dynamically to each respondent's response pattern. Rooted in item response theory (IRT) and computerized adaptive testing (CAT), the method uses real-time ability or severity estimates to present only the most informative items, then evaluates the resulting screening decisions against a clinical reference standard using standard diagnostic accuracy metrics.Item response theory models the probability that a respondent answers an item correctly (or endorses it) as a function of the respondent's latent trait level and the item's own statistical properties — difficulty, discrimination, and guessing. Unlike classical test theory, IRT places persons and items on the same scale, yielding measurement that is sample-independent for items and test-independent for persons.
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ScholarGateVõrdle meetodeid: Adaptive screening test evaluation · Item Response Theory. Loetud 2026-06-18 aadressilt https://scholargate.app/et/compare